Automatic diagnosis equipment and system for imaging medicine
The invention discloses an automatic diagnosis device and system for imaging medicine, and particularly relates to the technical field of image recognition, which comprises an image data acquisition module, a preliminary diagnosis module, a diagnosis result verification module, an image segmentation...
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| creator | WANG YING QIU JUHUI YANG LI YANG LU QIN BINRUI DAN HANLI WANG GUIXUE TAN YUCHUAN |
| description | The invention discloses an automatic diagnosis device and system for imaging medicine, and particularly relates to the technical field of image recognition, which comprises an image data acquisition module, a preliminary diagnosis module, a diagnosis result verification module, an image segmentation quantification module and a database module, the preliminary diagnosis module is used for predicting diseases contained in the lung images obtained by the image data acquisition module, extracting image features through preprocessing, convolution and pooling operation after image data is obtained, performing similarity comparison on the extracted image features and a first database, predicting the types of the diseases according to a comparison result, and performing diagnosis on the lung images according to the types of the diseases; the predicted disease type is transmitted to a diagnosis result verification module; the diagnosis result verification module is used for verifying the accuracy of the diagnosis resu |
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| subjects | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA IMAGE DATA PROCESSING OR GENERATION, IN GENERAL INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS PHYSICS |
| title | Automatic diagnosis equipment and system for imaging medicine |
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